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               578                                                                                  Analytical Chemistry


               TABLE XIV Areas of Future Instrumental Development  IV. FUTURE PERSPECTIVES
                      Area             Anticipated development
                                                                 Naturally, it is difficult to predict the evolution of a dis-
               Electroanalytical methods  Molecularly designed electrodes,  cipline  as  diverse  as  analytical  chemistry.  Table  XIV
                                    speciation
                                                                 indicates a summary of short-term future directions as
                                  Microelectrodes, biological probes
                                                                 garnered from the present interests and activities of re-
                                  Electrochemical detectors, combination
                                                                 searchers in the field. One dramatic, rapid change is the
                                    techniques
                                                                 movement away from sampling technology. Direct in situ
               Chromatographic and  Specialization methods for difficult
                                                                 measurement technology is being emphasized in many
                 separation methods  separations (maximization of
                                    column efficiency and methodology  areas of analytical chemistry and eventually may largely
                                    presently attained developments in  supercede the need to define statistically valid samples
                                    supercritical fluid chromatography,  from a bulk sample material.
                                    separation of isomers and      Probably the analytical instrumentation of the future
                                    chiral species)
                                                                 will become more and more automated, but until artificial
               Spectrochemical methods  Higher yield ion sources for mass
                                    spectrometry                 intelligence makes its debut in instrumentation, the chem-
                                                                 ical knowledge of the analyst will always be of paramount
                                  Hyphenated techniques, gas or liquid
                                    chromatography with inductively  importance. The intelligent application of any analytical
                                    coupled plasma emission spectroscopy  technique will continue to require a good understanding
                                  Minimization of sample preparation  of basic physical and chemical theory and a knowledge of
               Chemometrics       Computer-assisted data manipulation  practical experimental limitations.
                                  Expert systems and “intelligent”
                                    instruments
                                  Resolution improvement programs for  SEE ALSO THE FOLLOWING ARTICLES
                                    chromatography to speed analyses
                                  Pattern recognition systems
                                                                 ATOMIC SPECTROMETRY • CHROMATOGRAPHY • DISTIL-
               Surface science    Angle-resolved electron spectroscopy
                                                                 LATION • ELECTROCHEMISTRY • ELEMENTAL ANALY-
                                  Molecular information, conformations
                                                                 SIS,ORGANIC COMPOUNDS • GAS CHROMATOGRAPHY •
                                  Discrete molecular and atomic resolution,
                                                                 INFRARED SPECTROSCOPY • LIQUID CHROMATOGRAPHY
                                    e.g., for direct sequencing of DNA
                                                                 • MASS SPECTROMETRY • NUCLEAR MAGNETIC RESO-
                                                                 NANCE • ORGANIC CHEMISTRY,COMPOUND DETECTION
                                                                 • RAMAN SPECTROSCOPY
               matrix.” If the corresponding “analytical matrix” of x jk is
               considered, the following observations apply:
                                                                 BIBLIOGRAPHY
               1. For a determinant of det(γ ik ) = 0, no mapping from
                  the calibration to the analytical matrix exists.
                                                                 Bard, A. J., and Faulkner, L. R. (2001). “Electrochemical Methods,”
               2. Selectivity can be given a value θ, where        Wiley, New York.
                                                                 Christian, G. D. (1994). “Analytical Chemistry,” 5th ed., Wiley, New
                                        γ ii
                                                − 1,               York.
                                     k
                           θ = min
                              i=1→n
                                     n=1  γ ik − γ ii            Dean, J. A. (1995). “Analytical Chemistry Handbook,” McGraw-Hill,
                                                                   New York.
                  A system is fully selective when lim θ →∞, but no  Elving, P. J., and Kolthoff, I. M. (eds.) (1978). “Treatise on Analytical
                  selectivity exists for θ values that are small compared  Chemistry,” 2nd ed., Wiley-Interscience, New York.
                  with zero.                                     Kellneer, R., Mermet, J.-M., Otto, M., and Widmer, H. M. (1998). “An-
                                                                   alytical Chemistry,” Wiley-VCH, Weinheim.
               3. Specificity is a special case of selectivity and
                                                                 Lindon, J. C., Tranter, G. E., and Holmes, J. L., eds., (2000). “Ency-
                  generates a single nonzero element (in the calibration  clopedia of Spectroscopy and Spectrometry,” Academic Press, San
                  matrix), which lies on the diagonal.             Diego.
               4. A partial specificity can be defined when only the  Meyers, R. A., ed. (1998). “Encyclopedia of Environmental Analysis
                  diagonal element in one row can practically be   and Remediation,” Wiley, New York.
                                                                 Meyers, R. A., ed. (2000). “Encyclopedia of Analytical Chemistry
                  considered to have a nonzero value. A grade of
                                                                   Applications, Theory and Instrumentation,” Wiley, Chichester.
                  specificity is numericaily determined by
                                                                 Skoog, D. A., West, D. M., and Holler, J. F. (1997). “Fundamentals of
                                                                   Analytical Chemistry,” 7th ed., Saunders, Philadelphia.
                                      γ aa
                                              − 1.               Skoog, D. A., Holler, J. F., and Nieman, T. A. (1998). “Principles of
                            θ a = 
 n
                                   k=1  γ kk − γ aa                Instrumental Analysis,” 5th ed., Harcourt, Philadelphia.
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